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<!doctype html><html lang=en-us><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1"><meta http-equiv=x-ua-compatible content="IE=edge"><meta name=generator content="Wowchemy 4.8.0 for Hugo"><meta name=author content="Amirmohammad Kazemeini"><meta name=description content="Artificial Intelligence Intern"><link rel=alternate hreflang=en-us href=https://amirmohammadkz.github.io/><link rel=preconnect href=https://fonts.gstatic.com crossorigin><meta name=theme-color content="#2962ff"><link rel=stylesheet href=https://cdnjs.cloudflare.com/ajax/libs/academicons/1.9.0/css/academicons.min.css integrity="sha512-W4yqoT1+8NLkinBLBZko+dFB2ZbHsYLDdr50VElllRcNt2Q4/GSs6u71UHKxB7S6JEMCp5Ve4xjh3eGQl/HRvg==" crossorigin=anonymous><link rel=stylesheet href=https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.14.0/css/all.min.css integrity="sha256-FMvZuGapsJLjouA6k7Eo2lusoAX9i0ShlWFG6qt7SLc=" crossorigin=anonymous><link rel=stylesheet href=https://cdnjs.cloudflare.com/ajax/libs/fancybox/3.5.7/jquery.fancybox.min.css integrity="sha256-Vzbj7sDDS/woiFS3uNKo8eIuni59rjyNGtXfstRzStA=" crossorigin=anonymous><link rel=stylesheet href=https://cdnjs.cloudflare.com/ajax/libs/highlight.js/10.2.0/styles/github.min.css crossorigin=anonymous title=hl-light><link rel=stylesheet href=https://cdnjs.cloudflare.com/ajax/libs/highlight.js/10.2.0/styles/dracula.min.css crossorigin=anonymous title=hl-dark disabled><link rel=stylesheet href=https://cdnjs.cloudflare.com/ajax/libs/leaflet/1.7.1/leaflet.min.css integrity="sha512-1xoFisiGdy9nvho8EgXuXvnpR5GAMSjFwp40gSRE3NwdUdIMIKuPa7bqoUhLD0O/5tPNhteAsE5XyyMi5reQVA==" crossorigin=anonymous><script src=https://cdnjs.cloudflare.com/ajax/libs/lazysizes/5.2.2/lazysizes.min.js integrity="sha512-TmDwFLhg3UA4ZG0Eb4MIyT1O1Mb+Oww5kFG0uHqXsdbyZz9DcvYQhKpGgNkamAI6h2lGGZq2X8ftOJvF/XjTUg==" crossorigin=anonymous async></script>
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<link rel=alternate href=/index.xml type=application/rss+xml title="Amirmohammad Kazemeini's Blog"><link rel=manifest href=/index.webmanifest><link rel=icon type=image/png href=/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_32x32_fill_lanczos_center_3.png><link rel=apple-touch-icon type=image/png href=/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_192x192_fill_lanczos_center_3.png><link rel=canonical href=https://amirmohammadkz.github.io/><meta property="twitter:card" content="summary"><meta property="og:site_name" content="Amirmohammad Kazemeini's Blog"><meta property="og:url" content="https://amirmohammadkz.github.io/"><meta property="og:title" content="Amirmohammad Kazemeini's Blog"><meta property="og:description" content="Artificial Intelligence Intern"><meta property="og:image" content="https://amirmohammadkz.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png"><meta property="twitter:image" content="https://amirmohammadkz.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png"><meta property="og:locale" content="en-us"><meta property="og:updated_time" content="2022-09-01T00:00:00+00:00"><script type=application/ld+json>{"@context":"https://schema.org","@type":"WebSite","potentialAction":{"@type":"SearchAction","target":"https://amirmohammadkz.github.io/?q={search_term_string}","query-input":"required name=search_term_string"},"url":"https://amirmohammadkz.github.io/"}</script><title>Amirmohammad Kazemeini's Blog</title></head><body id=top data-spy=scroll data-offset=70 data-target=#navbar-main><script>window.wcDarkLightEnabled=!0</script><script>const isSiteThemeDark=!1</script><script src=/js/load-theme.js></script><aside class=search-results id=search><div class=container><section class=search-header><div class="row no-gutters justify-content-between mb-3"><div class=col-6><h1>Search</h1></div><div class="col-6 col-search-close"><a class=js-search href=#><i class="fas fa-times-circle text-muted" aria-hidden=true></i></a></div></div><div id=search-box><input name=q id=search-query placeholder=Search... autocapitalize=off autocomplete=off autocorrect=off spellcheck=false type=search class=form-control></div></section><section class=section-search-results><div id=search-hits></div></section></div></aside><nav class="navbar navbar-expand-lg navbar-light compensate-for-scrollbar" id=navbar-main><div class=container><div class="d-none d-lg-inline-flex"><a class=navbar-brand href=/>Amirmohammad Kazemeini's Blog</a></div><button type=button class=navbar-toggler data-toggle=collapse data-target=#navbar-content aria-controls=navbar aria-expanded=false aria-label="Toggle navigation">
<span><i class="fas fa-bars"></i></span></button><div class="navbar-brand-mobile-wrapper d-inline-flex d-lg-none"><a class=navbar-brand href=/>Amirmohammad Kazemeini's Blog</a></div><div class="navbar-collapse main-menu-item collapse justify-content-start" id=navbar-content><ul class="navbar-nav d-md-inline-flex"><li class=nav-item><a class=nav-link href=/#about data-target=#about><span>Home</span></a></li><li class=nav-item><a class=nav-link href=/#posts data-target=#posts><span>Posts</span></a></li><li class=nav-item><a class=nav-link href=/#featured data-target=#featured><span>Publications</span></a></li><li class=nav-item><a class=nav-link href=/files/cv.pdf><span>CV</span></a></li></ul></div><ul class="nav-icons navbar-nav flex-row ml-auto d-flex pl-md-2"><li class=nav-item><a class="nav-link js-search" href=# aria-label=Search><i class="fas fa-search" aria-hidden=true></i></a></li><li class="nav-item dropdown theme-dropdown"><a href=# class=nav-link data-toggle=dropdown aria-haspopup=true><i class="fas fa-moon" aria-hidden=true></i></a><div class=dropdown-menu><a href=# class="dropdown-item js-set-theme-light"><span>Light</span></a>
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<a href=# class="dropdown-item js-set-theme-auto"><span>Automatic</span></a></div></li></ul></div></nav><span class="js-widget-page d-none"></span><section id=about class="home-section wg-about"><div class=container><div class=row><div class="col-12 col-lg-4"><div id=profile><img class="avatar avatar-circle" src=/author/amirmohammad-kazemeini/avatar_hu7977d8adff5d186a85ff335f5e8aeda2_102541_270x270_fill_q90_lanczos_center.jpg alt="Amirmohammad Kazemeini"><div class=portrait-title><h2>Amirmohammad Kazemeini</h2><h3>Artificial Intelligence Intern</h3><h3><a href=https://www.ntu.edu.sg/ target=_blank rel=noopener><span>Nanyang Technological University</span></a></h3></div><ul class=network-icon aria-hidden=true><li><a href=mailto:[email protected]><i class="fas fa-envelope big-icon"></i></a></li><li><a href=https://twitter.com/amirmohammadkz target=_blank rel=noopener><i class="fab fa-twitter big-icon"></i></a></li><li><a href="https://scholar.google.com/citations?user=XskUR5oAAAAJ&hl=en" target=_blank rel=noopener><i class="ai ai-google-scholar big-icon"></i></a></li><li><a href=https://github.com/amirmohammadkz target=_blank rel=noopener><i class="fab fa-github big-icon"></i></a></li><li><a href=https://publons.com/researcher/3896766/amirmohammad-kazemeini/ target=_blank rel=noopener><i class="ai ai-publons big-icon"></i></a></li><li><a href=https://www.linkedin.com/in/amirmohammadkz target=_blank rel=noopener><i class="fab fa-linkedin big-icon"></i></a></li></ul></div></div><div class="col-12 col-lg-8"><h1>Biography</h1><p>I started research in IUST Data Mining Lab under supervision of Professor Hossein Rahmani. Then, I switched to IUST NLP Lab for my undergrad thesis under the supervision of Professor Sauleh Eetemadi, the former senior NLP researcher at Microsoft. I finished my M.Sc. AI at Western University under supervision of Professor Robert E. Mercer at Western University. In the meanwhile, I had collaborations with Professor Erik Cambria and was an intern at Vector Institute under supervision of Jackie Zurborg and CAMH afterwards under supervision of Dr. Abhishek Pratab. Currently, I am persuing an internship at Nanyang Technological University under supervision of Professor Luu Anh Tuan and Michal Kosinski from Stanford.</p><p>My main research interests lie in the application of machine learning and data mining techniques to NLP research in contexts such as computational psychology and social science. In particular, I am interested in using AI for personality detection from text.</p><div class=row><div class=col-md-5><h3>Interests</h3><ul class=ul-interests><li>Computational Psychology</li><li>Computational Social Science</li><li>Natural Language Processing</li><li>Data Mining</li></ul></div><div class=col-md-7><h3>Education</h3><ul class="ul-edu fa-ul"><li><i class="fa-li fas fa-graduation-cap"></i><div class=description><p class=course>MSc in Computer Science (Artificial Intelligence), 2020-2022</p><p class=institution>Western University</p></div></li><li><i class="fa-li fas fa-graduation-cap"></i><div class=description><p class=course>BSc in Computer Engineering, 2015-2020</p><p class=institution>Iran University of Science and Technology</p></div></li></ul></div></div></div></div></div></section><section id=posts class="home-section wg-pages"><div class=container><div class=row><div class="col-12 col-lg-4 section-heading"><h1>Recent Posts</h1></div><div class="col-12 col-lg-8"><div class="media stream-item"><div class=media-body><h3 class="article-title mb-0 mt-0"><a href=/post/post1/>If I was a machine, part 1: The future may not be as beautiful as we think.</a></h3><a href=/post/post1/ class=summary-link><div class=article-style>Hello, this is the first part of this serie. In this story, I try to question some of the dark sides of AI, which I think are forgotten or neglected.</div></a><div class="stream-meta article-metadata"><div class=article-metadata><span class=article-date>Sep 27, 2020</span>
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<span class=article-reading-time>8 min read</span></div></div></div><div class=ml-3><a href=/post/post1/><img src=/post/post1/featured_hu3b39bee2ce9c6f4f047264f541923f7a_78115_150x0_resize_q90_lanczos.jpg alt="If I was a machine, part 1: The future may not be as beautiful as we think."></a></div></div><div class="media stream-item"><div class=media-body><h3 class="article-title mb-0 mt-0"><a href=/post/post2/>IELTS Reading Band 9 Tips — An End to End Self-Study Guide</a></h3><a href=/post/post2/ class=summary-link><div class=article-style>Introduction IELTS, which stands for International English Language Testing System, is a standard international English test that assesses English skills in four sections reading, writing, listening, and speaking. Most international institutes and universities put an IELTS minimum requirement for their international applicants, so they become sure that no communication issues happen for non-English speakers after the recruitment process.</div></a><div class="stream-meta article-metadata"><div class=article-metadata><span class=article-date>Sep 12, 2020</span>
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<span class=article-reading-time>8 min read</span></div></div></div><div class=ml-3><a href=/post/post2/><img src=/post/post2/featured_hu33c040e40c3a4c98e0f5c6d9cab489de_235839_150x0_resize_q90_lanczos.jpg alt="IELTS Reading Band 9 Tips — An End to End Self-Study Guide"></a></div></div></div></div></div></section><section id=featured class="home-section wg-featured"><div class=container><div class=row><div class="col-12 col-lg-4 section-heading"><h1>Featured Publication</h1></div><div class="col-12 col-lg-8"><div class=card-simple><div class=article-metadata><div><span><a href=/author/amirmohammad-kazemeini/>Amirmohammad Kazemeini</a></span>, <span><a href=/author/robert-e.-mercer/>Robert E. Mercer</a></span></div><span class=article-date>September 2022</span>
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<span class=pub-publication>In <em>UWO 2022</em></span></div><a href=/publication/thesis/><img src=/publication/thesis/featured_hu063af473ffbd63569adb3b27d67b5931_296018_918x517_fill_q90_lanczos_smart1_3.png class=article-banner alt="Psychological Understanding of Textual journals using Natural Language Processing approaches"></a><h3 class="article-title mb-1 mt-3"><a href=/publication/thesis/>Psychological Understanding of Textual journals using Natural Language Processing approaches</a></h3><a href=/publication/thesis/ class=summary-link><div class=article-style><p>Recent advancements in artificial intelligence models that accept textual inputs are becoming more and more accurate. However, because of the differences between the nature of the artificial intelligence models and human functioning, understanding the AI outputs are becoming harder for humans. In this project, the aim is to utilize top AI models in the field of natural language processing to provide meaningful insight from psychological real-world documents that contain complex structures. The project involves two main chapters each including a different dataset. The first chapter is related to binary classification on a personality detection dataset, while the second one is about sentiment analysis and Topic Modeling of sleep-related reports.</p></div></a><div class=btn-links><a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://ir.lib.uwo.ca/cgi/viewcontent.cgi?article=11253&context=etd" target=_blank rel=noopener>PDF</a>
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Cite</button></div></div></div></div></div></section><section id=publications class="home-section wg-pages"><div class=container><div class=row><div class="col-12 col-lg-4 section-heading"><h1>Recent Publications</h1></div><div class="col-12 col-lg-8"><div class="alert alert-note"><div>Quickly discover relevant content by <a href=./publication/>filtering publications</a>.</div></div><div class="media stream-item"><div class=media-body><h3 class="article-title mb-0 mt-0"><a href=/publication/thesis/>Psychological Understanding of Textual journals using Natural Language Processing approaches</a></h3><a href=/publication/thesis/ class=summary-link><div class=article-style>Recent advancements in artificial intelligence models that accept textual inputs are becoming more and more accurate. However, because of the differences between the nature of the artificial intelligence models and human functioning, understanding the AI outputs are becoming harder for humans. In this project, the aim is to utilize top AI models in the field of natural language processing to provide meaningful insight from psychological real-world documents that contain complex structures. The project involves two main chapters each including a different dataset. The first chapter is related to binary classification on a personality detection dataset, while the second one is about sentiment analysis and Topic Modeling of sleep-related reports.</div></a><div class="stream-meta article-metadata"><div><span><a href=/author/amirmohammad-kazemeini/>Amirmohammad Kazemeini</a></span>, <span><a href=/author/robert-e.-mercer/>Robert E. Mercer</a></span></div></div><div class=btn-links><a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://ir.lib.uwo.ca/cgi/viewcontent.cgi?article=11253&context=etd" target=_blank rel=noopener>PDF</a>
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Cite</button></div></div><div class=ml-3><a href=/publication/thesis/><img src=/publication/thesis/featured_hu063af473ffbd63569adb3b27d67b5931_296018_150x0_resize_lanczos_3.png alt="Psychological Understanding of Textual journals using Natural Language Processing approaches"></a></div></div><div class="media stream-item"><div class=media-body><h3 class="article-title mb-0 mt-0"><a href=/publication/icdm2021/>Interpretable Representation Learning for Personality Detection</a></h3><a href=/publication/icdm2021/ class=summary-link><div class=article-style>In this paper, different models are introduced and evaluated in terms of their capability in understanding psychological context for personality detection which also resulted in a new state-of-the-art in this field.</div></a><div class="stream-meta article-metadata"><div><span><a href=/author/amirmohammad-kazemeini/>Amirmohammad Kazemeini</a></span>, <span><a href=/author/sudipta-singha-roy/>Sudipta Singha Roy</a></span>, <span><a href=/author/robert-e-mercer/>Robert E Mercer</a></span>, <span><a href=/author/erik-cambria/>Erik Cambria</a></span></div></div><div class=btn-links><a class="btn btn-outline-primary my-1 mr-1 btn-sm" href=https://ieeexplore.ieee.org/abstract/document/9679950 target=_blank rel=noopener>PDF</a>
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<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href=https://github.com/amirmohammadkz/interpretable_personality target=_blank rel=noopener>Code</a></div></div><div class=ml-3><a href=/publication/icdm2021/><img src=/publication/icdm2021/featured_hu3fdf837e2830a727f26244c72b0409eb_77838_150x0_resize_lanczos_3.png alt="Interpretable Representation Learning for Personality Detection"></a></div></div><div class="media stream-item"><div class=media-body><h3 class="article-title mb-0 mt-0"><a href=/publication/mtl/>Multitask Learning for Emotion and Personality Detection</a></h3><a href=/publication/mtl/ class=summary-link><div class=article-style>Our more computationally efficient CNN-based multitask model achieves the state-of-the-art performance across multiple famous personality and emotion datasets, even outperforming Language Model based models.</div></a><div class="stream-meta article-metadata"><div><span><a href=/author/yang-li/>Yang Li</a></span>, <span><a href=/author/amirmohammad-kazameini/>Amirmohammad Kazameini</a></span>, <span><a href=/author/yash-mehta/>Yash Mehta</a></span>, <span><a href=/author/erik-cambria/>Erik Cambria</a></span></div></div><div class=btn-links><a class="btn btn-outline-primary my-1 mr-1 btn-sm" href=https://arxiv.org/pdf/2101.02346.pdf target=_blank rel=noopener>PDF</a>
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<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href=https://github.com/npuliyang/Personality-Detection-MTL target=_blank rel=noopener>Code</a></div></div><div class=ml-3><a href=/publication/mtl/><img src=/publication/mtl/featured_hu22b1b4a6ccca403b64b2c47cf9fca393_162506_150x0_resize_lanczos_3.png alt="Multitask Learning for Emotion and Personality Detection"></a></div></div><div class="media stream-item"><div class=media-body><h3 class="article-title mb-0 mt-0"><a href=/publication/icdm2020/>Bottom-up and top-down: Predicting personality with psycholinguistic and language model features</a></h3><a href=/publication/icdm2020/ class=summary-link><div class=article-style>A state-of-the-art novel deep learning-based model which integrates traditional psycholinguistic features with language model embeddings to predict personality from the Essays dataset for Big-Five and Kaggle dataset for MBTI.</div></a><div class="stream-meta article-metadata"><div><span><a href=/author/yash-mehta/>Yash Mehta</a></span>, <span><a href=/author/samin-fatehi/>Samin Fatehi</a></span>, <span><a href=/author/amirmohammad-kazemeini/>Amirmohammad Kazemeini</a></span>, <span><a href=/author/clemens-stachl/>Clemens Stachl</a></span>, <span><a href=/author/erik-cambria/>Erik Cambria</a></span>, <span><a href=/author/sauleh-eetemadi/>Sauleh Eetemadi</a></span></div></div><div class=btn-links><a class="btn btn-outline-primary my-1 mr-1 btn-sm" href=https://sentic.net/predicting-personality-with-psycholinguistic-and-language-model-features.pdf target=_blank rel=noopener>PDF</a>
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<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href=https://github.com/yashsmehta/personality-prediction target=_blank rel=noopener>Code</a>
<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href=https://github.com/yashsmehta/personality-prediction/tree/master/data target=_blank rel=noopener>Dataset</a>
<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href=https://osf.io/rg5tf/https://osf.io/rg5tf/ target=_blank rel=noopener>Project</a></div></div><div class=ml-3><a href=/publication/icdm2020/><img src=/publication/icdm2020/featured_hu9267bc6fec132f7a06dd8c439e759756_382072_150x0_resize_lanczos_3.png alt="Bottom-up and top-down: Predicting personality with psycholinguistic and language model features"></a></div></div><div class="media stream-item"><div class=media-body><h3 class="article-title mb-0 mt-0"><a href=/publication/bb-svm/>personality detection using bagged SVM over BERT word embedding ensembles</a></h3><a href=/publication/bb-svm/ class=summary-link><div class=article-style>A novel model which feeds contextualized embeddings along with psycholinguistic features to a Bagged-SVM classifier for personality trait prediction. This model outperforms the previous state of the art by 1.04% and, at the same time is significantly more computationally efficient to train.</div></a><div class="stream-meta article-metadata"><div><span><a href=/author/amirmohammad-kazemeini/>Amirmohammad Kazemeini</a></span>, <span><a href=/author/samin-fatehi/>Samin Fatehi</a></span>, <span><a href=/author/yash-mehta/>Yash Mehta</a></span>, <span><a href=/author/sauleh-eetemadi/>Sauleh Eetemadi</a></span>, <span><a href=/author/erik-cambria/>Erik Cambria</a></span></div></div><div class=btn-links><a class="btn btn-outline-primary my-1 mr-1 btn-sm" href=http://www.winlp.org/wp-content/uploads/2020/final_papers/40_Paper.pdf target=_blank rel=noopener>PDF</a>
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<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href=https://github.com/amirmohammadkz/personality_detection target=_blank rel=noopener>Code</a>
<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href=https://github.com/amirmohammadkz/personality_detection/blob/main/essays_original_splitted.csv target=_blank rel=noopener>Dataset</a></div></div><div class=ml-3><a href=/publication/bb-svm/><img src=/publication/bb-svm/featured_hu9b2f4f83f6059533f740ad2000938654_9376_150x0_resize_lanczos_3.png alt="personality detection using bagged SVM over BERT word embedding ensembles"></a></div></div></div></div></div></section><script src=https://cdnjs.cloudflare.com/ajax/libs/jquery/3.5.1/jquery.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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